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autoi-mcp

version license python

基于 Model Context Protocol (MCP) 的 IoT 固件二进制自动化安全审计工具。

参考文章: 固件.二进制审计.claude+skils快速寻找可控点和定位漏洞点

核心特性

  • Tier 1 (秒级): 批量 ELF 扫描 + 风险评分 → 快速过滤高风险目标
  • Tier 2 (分钟级): IDA headless 深度分析 → source-to-sink 路径追踪 + 置信度分级
  • Web 上下文: 静态关联二进制风险与 Web 入口(endpoint / 参数 / 认证边界)

安装

方式一:Claude Code CLI(推荐)

本项目已发布到 PyPI 并提供 autoi-mcp 命令入口,用 uvx 注册即可(自动拉取并运行,无需预先安装)。

推荐:命令行一键注册

claude mcp add autoi-mcp -- uvx autoi-mcp

可选参数:

  • -s user:注册到用户级(对所有项目生效),默认 local(仅当前项目)。
  • -s project:写入项目根目录 .mcp.json,便于团队共享。

或:手动编辑配置文件

编辑 ~/.claude.json(用户级)或项目根目录 .mcp.json(项目级),在 mcpServers 中加入以下配置:

{
  "mcpServers": {
    "autoi-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": ["autoi-mcp"]
    }
  }
}

注册后验证与管理

claude mcp list            # 查看已注册的 MCP server 及连接状态
claude mcp get autoi-mcp   # 查看单个 server 配置
claude mcp remove autoi-mcp

进入 claude 交互界面后,可用 /mcp 查看工具加载情况;工具会以 scan_firmwarescan_web_context 等名称自动可用。

从源码开发调试时,可改用 claude mcp add autoi-mcp -- uv run --directory /path/to/autoi-mcp autoi-mcp

方式二:Claude Desktop

在配置文件 ~/.claude/claude_desktop_config.json 中添加,然后重启 Claude Desktop:

{
  "mcpServers": {
    "autoi-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": ["autoi-mcp"]
    }
  }
}

方式三:pip 安装

pip install autoi-mcp

配置同上,将 command 改为 pythonargs 改为 ["-m", "autoi_mcp.server"] 即可。

方式四:源码开发

git clone <repo-url>
cd autoi-mcp
uv sync
uv run python -m autoi_mcp.server

MCP 工具清单

Tier 1 工具(无需 IDA)

工具 说明
scan_firmware 扫描固件目录下所有 ELF,解析 + 规则匹配 + 风险评分 + Top N 高风险
check_elf 单个 ELF 快速检查:安全缓解措施 + 危险符号

Tier 2 工具(需要 IDA)

工具 说明 输入
triage_single_binary 单个 ELF 深度分析(source-to-sink 路径追踪) 文件路径
triage_batch 批量深度分析(并发,可控 max_workers) 文件路径列表
triage_firmware_top20 一键全自动:扫描 → 评分 → 深度分析 Top 20 固件目录

Web 上下文工具(无需 IDA)

工具 说明
scan_web_context 扫描固件 Web 上下文:Web server、endpoint、参数、认证边界,并与二进制风险绑定

使用示例

1. 快速固件审计(Tier 1)

# 在 Claude 中调用:
scan_firmware("/path/to/firmware/root")

# 输出示例:
{
  "scan_summary": {
    "total_scanned": 120,
    "total_elf": 95,
    "high_risk": 15
  },
  "high_risk": [
    {
      "path": "/bin/httpd",
      "total_score": 120,
      "sinks_found": ["strcpy", "sprintf", "system"]
    }
  ]
}

2. 深度漏洞分析(Tier 2)

# 自动全流程分析固件高风险目标
result = await triage_firmware_top20("/path/to/firmware/root")

# 查看深度分析结果
for binary_path, triage_report in result["tier2_results"].items():
    print(f"{binary_path}: {len(triage_report['source_sink_path'])} 条路径")
    # 输出样本:
    # /bin/httpd: 92 条路径
    # /bin/pptpd: 28 条路径
    # /bin/dhcps: 50 条路径

架构设计

固件目录 → Tier 1 扫描 → 风险评分 → Tier 2 IDA 分析 → 漏洞报告
           (< 1秒)                    (~2-3分钟)

配置说明

编辑 src/autoi_mcp/data/config.json

{
  "ida": {
    "path": "/opt/ida-pro/idat",  // IDA headless 路径(自动探测或手动设置)
    "timeout": 300                 // 单个文件超时(秒)
  },
  "concurrency": {
    "max_workers": 8               // 并行线程数
  }
}

IDA 路径自动探测: 按优先级搜索 config.json → PATH → 常见安装目录(/opt/ida-pro、~/ida-pro 等)

注意: 仅支持 headless 版本 idat/idat64,不支持 GUI 版 ida/ida64


技术栈

  • MCP 协议: FastMCP (官方 Python SDK)
  • ELF 解析: pwntools (跨架构 checksec 支持)
  • IDA 调用: asyncio.subprocess (异步并发)
  • 数据验证: Pydantic v2 (类型安全)
  • 规则配置: JSON (无需代码改动)

目录结构

src/autoi_mcp/
├── tools/          # MCP 工具注册
├── scanner/        # ELF & Web 扫描器
├── analysis/       # 风险评分
├── ida/            # IDA headless 调用 + IDAPython 脚本
├── models/         # Pydantic 数据模型
└── data/           # JSON 规则配置

许可证

MIT

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